Want to use flyway to migrate ETL changes - flyway

We use a process to migrate our ETL changes, but not the associated SQL code that often need to be applied to both the source and target DBs. Is there a way for us to specify which SQL files get applied to which DB?

Use one Flyway instance per DB and set a different location to load the sql files from for each DB. You can also specify a common one for both.

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Integrating Flyway into an existing database

We have not used Flyway from the beginning of our project. We are at an advanced state of development. An expert review has suggested to use Flyway in our project.
The problem is that we have moved part of our services (microservices) into another testing environment as well.
What is the best way to properly implement Flyway? The requirements are:
In Development environment, no need to alter the schema which is already existing. But all new scripts should be done using Flyway.
In Testing environment, no need to alter the schema which is already existing. But what is not available in testing environment should be created automatically using Flyway when we do migrate project from Dev to test.
When we do migration to a totally new envrionment (UAT, Production etc) the entire schema should be created automatically using Flyway.
From the documentation, what I understood is:
Take a backup of the development schema (both DDL and DML) as SQL script files, give a file name like V1_0_1__initial.sql.
Clean the development database using "flyway clean".
Baseline the Development database "flyway baseline -baselineversion=1.0.0"
Now, execute "flyway migrate" which will apply the SQL script file V1_0_1__initial.sql.
Any new scripts should be written with higher version numbers (like V2_0_1__account_table.sql)
Is this the correct way or is there any better way to do this?
The problem is that I have a test database where we have different set of data (Data in Dev and test are different and I would like to keep the data as it is in both the environments). If so, is it good to separate the DDL and DML in different script files when we take it from the Dev environment and apply them separately in each environment? The DML can be added manually as required; but bit confused if I am doing the right thing.
Thanks in advance.
So, there are actually two questions here. Data management and Flyway management.
In terms of data management, yes, that should be a separate thing. Data grows and grows. Trying to manage data, beyond simple lookup tables, from source control quickly becomes very problematic. Not to mention that you want different data in different environments. This also makes automating deployments much more difficult (branching would be your friend if you insist on going this route, one branch for each data set, then deploy appropriately).
You can implement Flyway on an existing project, yes. The key is establishing the baseline. You don't have to do all the steps you outlined above. Let's say you have an existing database. You have to get the script that defines that database. That single script should include all appropriate DDL (and, if you want, DML). Name it following the Flyway standards. Something like V1.0__Baseline.sql.
With that in place, all you must do is run:
flyway baseline
That will establish your existing code base as the start point. From there, you just have to create scripts following the naming standard: V1.1xxx V2.0xxx V53000.1xxx. And run
flyway migrate
To deploy appropriate changes.
The only caveat to this is that, as the documentation states, you must ensure that all your databases match this V1.0 that you're creating and marking as the baseline. Any deviation will cause errors as you introduce new changes and migrate them into place. As long as you've got matching baseline points, you should be able to proceed with different data in different environments with no issues.
This is my how-to instruction on integration flyway with prod DB: https://delicious-snipe-938.notion.site/How-to-integrate-Flyway-with-existing-MySQL-DB-in-Prod-PostgreSQL-is-similar-1eabafa8a0e844e88205c2f32513bbbe.

Is this a Flyway use case

I have delivered a Product to the customer. Now I have upgraded the Product, which includes changes to the database.
Customer wants to upgrade the Product. Now will Flyway help in the migration of Customer data from older version to newer version. Please let me know, if this is a valid use case. The flyway documentation talks about its use during development only.
Flyway allows you to change your database by running a set of scripts in a defined order. These scripts are called 'migrations' as they allow you to 'migrate' your database from one version to another.
The idea is you can start with an an empty database and each migration script will successively bring that database up from empty up to the current version. However, it's also possible to start with an existing database by creating a 'baseline' migration.
As SudhirR said, Flyway's primary use case is to define schema changes. However, it's perfectly possible to change data also. Since Flyway is just running plain SQL, in principle almost anything you can do in a SQL script you can also do in a Flyway migration.
In the case you described it should be possible to use Flyway to migrate the customer database. The steps you could take are:
Generate a sql script that includes the entire DDL (including indexes, triggers, procedures, ...) of the production database. To do this you will need to add insert statements for all the reference data present in the database.
Save this script in your Flyway project as something like 'V1__base_version.sql'
Run the flyway baseline command against your production database
This will set up your production database for use with Flyway
Add a new migration script to migrate your customer's data to the new version
e.g. create new table, copy data from old table to new table, delete old table
Run flyway migrate to upgrade production
These steps are adapted from the Flyway documentation page here.
Of course you should read the Flyway docs and manually test on a throwaway DB before you run anything against production. However I think in principle Flyway could be a good fit for your use case.
Flyway should be used for schema migrations and any reference data (basic data that is required by the system/application in order to function properly).
Putting client specific data migrations would not be a use case. However, if you can represent the data migration "generically" by not using IDs and instead use names or types than it could be a candidate. Meaning if you could write a migration in a way that could be applied to all clients, then that would be the use case to put it in as a flyway migration.
Otherwise data migrations would be applied in some other way outside of the process like requesting special access to the database or having some team that manages the database to apply the scripts.
If you are doing custom data modifications quite often then I'd say something is wrong in some other area of the SDLC and you may need to increase testing so that bugs don't mess up the data in the first place.

Can Flyway check for unexpected (externally made) differences?

I'm evaluating Flyway and want to know if it can check for the presence of any externally made changes? I.e. if someone makes a change directly to the database, outside of Flyway, can I catch that?
I tried validate and info but it doesn't seem to notice.
No, it can't. Flyway expects you to make all changes to what you want it to manage (structure, reference data, ...) via Flyway.
Here at Redgate we support the concept of a schema snapshot. If you use either SQL Server or Oracle (as these are the database we have best support for) then you can take a snapshot after deployment and later compare this artifact with target database the next time you deploy to make sure that it hasn't "drifted". Our tools can also output a candidate Flyway migration script that will ensure Flyway is consistent with the actual target. If you're interested in this approach I can send you sample scripts of how this is achieved. But remember, this only works with Oracle and SQL Server.

Can I replicate a schema using flyway?

Can I replicate a schema using flyway from one environment to another.
Is it possible by one by one table or whole schema to replicate from Dev to Prod?
You could certainly share a set of migrations to be applied across multiple databases.
For example, you could have a structure:
db/migration/
--V2_base_schema.sql
--V3_base_data.sql
--V4_change_table.sql
--R__function.sql
as a resource bundle and provide the applicable runtime parameters to each environment in order to have the same migrations carried out on each database. Each database maintaining it's own schema_version, of course.
If you are asking if Flyway is the tool to somehow dump and restore, there is no such functionality - look to your databases native tools for that (eg pg_dump / pg_restore for PostgreSQL).

Backing and restoring SQL Server data to changed database structure

The scenario is this. I have a SQL Server database online that I am demoing an application. During development, I have added extra fields, modified field types, changed keys and added some new tables locally.
What's the best way for me to update the online database with the new structure and not lose the data? The database is a SQL Server 2005 one.
Download a trial of Red Gate SQL Compare, compare your two servers and you are done. If you do this often, it is well worth the $400, or get one of their bundles for a better bang for the buck.
And I do not work for Red Gate, just a happy customer!
Write update scripts to modify your live database structure to the new structure, as well as inserting any data which is required.
You may find it necessary to use temporary tables to do this.
It's probably best if you test this process on a test environment, before running the scripts on the live environment.
Depending on what exactly you've done you may be able to get away with alter statements, though from the sounds of it (removing keys and whatnot) you're doing some heavy lifting that may make that a less-than-ideal solution. You should probably look into creating a maintenance plan or, better yet, a SQL Server Integration Services project in Visual Studio. You should be able to migrate the data in the existing database to a new one using those tools.
This probably isn't of huge help retrospectively, but I always script all structural DB changes to my development database and then using a version number to determine the current version of the DB I can run the required scripts on the live DB, hence bringing it back in line at the same time as the new code is uploaded.
This also works for any content changes, for instance if the change in the underlying structure has an effect on the conent stored you can also write scripts to migrate the data accordingly.
Make a copy of the existing database to copy from.
Make another copy and alter it to your new schema. save DDL for reuse.
Write queries that copy data from #1 to #2. Save the queries for reuse.
Check the results.
Repeat until done.

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